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Source channel @githubtrending · Post #14993 · Jul 24

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#jupyter_notebook Retrieval Augmented Generation (RAG) helps large language models (LLMs) answer questions using up-to-date or private information by connecting them to external data sources, unlike fine-tuning which retrains the model on specific data. RAG is useful when you need current, dynamic information without costly retraining, making it ideal for tasks like customer support or knowledge management. Fine-tuning is better for deep expertise in a specialized field but requires more data and effort. Using RAG lets you get accurate, relevant answers quickly by combining the model’s language skills with fresh, specific data, improving usefulness and reliability. https://github.com/langchain-ai/rag-from-scratch

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🦅 [ perspective ix ]

@perspectiveix · Post #1285 · 05/22/2018, 09:30 AM

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​​🏥How heavy use of social media is linked to mental illness May 20th marked the end of “#MentalHealth awareness week”, a campaign run by the Mental Health Foundation, a British charity. Roughly a quarter of British adults have been diagnosed at some point with a psychiatric disorder, costing the economy an estimated 4.5% of GDP per year. Such illnesses have many causes, but a growing body of research demonstrates that in young people they are linked with heavy consumption of #SocialMedia. A survey by the Royal Society for Public #Health found that Britons aged 14-24 believe #Facebook, #Instagram, #Snapchat and #Twitter have detrimental effects on their wellbeing. They said that these social networks gave them scope for self-expression and community-building, but exacerbated anxiety and #depression. 🚀@PerspectiveIX 🔗prs.pctvix.co/2ISIKvh

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Google Facts™ [ ️@googlefactss🌎]

@googlefactss · Post #40507 · 01/08/2026, 07:00 PM

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Vitamin D is made in the skin when sunlight touches it. This vitamin helps the brain stay healthy and can stop feelings of sadness or depression. Taking supplements or getting sunlight can boost vitamin D and improve mood. 🌞🧠 [Source1] [Source2] @googlefactss#VitaminD#MentalHealth#Depression#Sunlight#Supplements

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Google Facts™ [ ️@googlefactss🌎]

@googlefactss · Post #40654 · 02/13/2026, 03:04 PM

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In Japan, a marketing campaign called 'kokoro no kaze' (a cold of the soul) was used to promote antidepressants, increasing sales sixfold. It falsely suggested depression was simple and temporary like a cold, hiding the true treatment needs. This led to over-medication and potential harm. Now, companies focus on bipolar disorder, risking similar issues. 🚨💊 [Read more] @googlefactss #MentalHealth#Japan#Pharmaceuticals#Depression#Bipolar#HealthRisks

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